cipris

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cipris

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Quantitative Finance & AI Evaluation

Quantitative Finance & AI EvaluationQuantitative Finance & AI EvaluationQuantitative Finance & AI Evaluation

Principal-led expertise for complex quantitative and AI mandates.

Explore Our Capabilities

Quantitative Finance & AI Evaluation

Quantitative Finance & AI EvaluationQuantitative Finance & AI EvaluationQuantitative Finance & AI Evaluation

Principal-led expertise for complex quantitative and AI mandates.

Explore Our Capabilities

Expertise for Complex Institutional Mandates

Client challenges

Client challenges

Client challenges

  1. Complex models and workflows  
  2. Fragmented development and validation  
  3. Weak governance and traceability  
  4. Specialist capacity constraints

Why cipris

Client challenges

Client challenges

  1. 20+ years of quantitative finance expertise
  2. Full-lifecycle delivery
  3. Independent validation & verification
  4. Principal-led expertise

what we offer

Principal-led quantitative finance and AI evaluation across the full lifecycle — from model development and validation to analytics, governance and controlled AI testing.

Model Development

Model Validation & Governance

Model Validation & Governance

Cross-asset pricing, risk and capital models designed, implemented and tested for institutional use.

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Model Validation & Governance

Model Validation & Governance

Model Validation & Governance

Independent challenge of methodology, implementation and model performance, with clear remediation and lifecycle controls.

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Analytics & Advisory

AI Systems Evaluation

AI Systems Evaluation

Decision-ready analytics, P&L explain, risk monitoring and advisory across model architecture, capital and ALM.

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AI Systems Evaluation

AI Systems Evaluation

AI Systems Evaluation

Independent evaluation and benchmark engineering across code, reasoning and agent workflows, with traceable verification and QC.

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who we serve

We work with financial institutions, investment firms, regulators, consultancies and technology platforms on complex quantitative and AI mandates requiring deep expertise, independent challenge and controlled delivery.

Global & Investment Banks

FinTech, Trading & Hedge Funds

Global & Investment Banks

Pricing, risk, capital, validation and governance across trading and banking books.

how we help

Institutional Investors

FinTech, Trading & Hedge Funds

Global & Investment Banks

Investment, valuation, ALM and risk analytics for institutional portfolios.

how we help

FinTech, Trading & Hedge Funds

FinTech, Trading & Hedge Funds

Consultancies & Regulatory Bodies

Pricing, risk and analytics for fast-moving trading environments.

how we help

Consultancies & Regulatory Bodies

Consultancies & Regulatory Bodies

Consultancies & Regulatory Bodies

Independent quantitative expertise for complex advisory, validation and governance mandates.

how we help

AI & Technology Platforms

Consultancies & Regulatory Bodies

AI & Technology Platforms

AI systems evaluation, benchmark design and quantitative expertise for technical workflows.

how we help

Corporate Treasuries

Consultancies & Regulatory Bodies

AI & Technology Platforms

ALM, hedging and market-risk analytics for treasury decisions.

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selected track record

Model Development

Analytics Solutions and Reporting

Validation & Compliance

Advanced Models Delivering Business Transformation

View Success Stories

Validation & Compliance

Analytics Solutions and Reporting

Validation & Compliance

Independent Validation & Regulatory Frameworks Enabling Operational Excellence

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Analytics Solutions and Reporting

Analytics Solutions and Reporting

Analytics Solutions and Reporting

Converting complex quantitative outputs into actionable business intelligence

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Assessment - Advisory

Assessment - Advisory

Analytics Solutions and Reporting

Executive Guidance Driving Risk Strategy Excellence

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Accelerator Suite

Assessment - Advisory

IPV & Benchmarking

Pre-Built Solutions Accelerating Time-to-Market

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IPV & Benchmarking

Assessment - Advisory

IPV & Benchmarking

Systematic validation ensuring mathematical precision

View Success Stories

Embedded Quantitative Intelligence

Embedded Quantitative Intelligence

Embedded Quantitative Intelligence

Building organizational quantitative capability through reusable solution libraries

View Success Stories

resources

our values

AI-Led Precision

We combine quant expertise and machine learning to deliver measurable accuracy.

Transparent Integrity

Models that are auditable, explainable and trusted by governance.

Built to Evolve

adaptable AI-enabled solutions that keep pace with markets and regulation.

Impact Delivered

Rapid, measurable gains across capital, risk, pricing and reporting.

about us

cipris (Custom Intelligence for Pricing and Risk Solutions) delivers institutional-grade quantitative solutions, boutique in scale.


Our senior quant teams provide expertise on demand across model development, validation, governance and regulatory compliance.


We enable financial institutions to move faster, cut risk and build trust in today’s markets.

Meet our Founder

contact us

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cipris

Pimlico, London, UK

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